{"id":"W4394920506","doi":"10.1089/met.2024.0004","title":"The Global Prevalence of Metabolic Syndrome in Connection with Sleep Duration: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Metabolic Syndrome and Related Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Confidence interval; Demography; Metabolic syndrome; Cohort study; Cohort; Internal medicine; Obesity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001653562,0.001100856,0.009291378,0.0008516615,0.0002302928,0.0001048146,0.0005298386,0.0008517465,0.0004748014],"category_scores_gemma":[0.0001319274,0.0005533511,0.002133518,0.00628339,0.0005556237,0.0001676981,0.0001270633,0.0009570124,0.0001359365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002920723,"about_ca_system_score_gemma":0.0001006186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002850538,"about_ca_topic_score_gemma":0.0001795156,"domain_scores_codex":[0.9930331,0.001793728,0.002733887,0.001285574,0.0005225239,0.0006312098],"domain_scores_gemma":[0.9967228,0.0004225869,0.001381426,0.001205361,0.00008741253,0.000180469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001073791,0.0001841058,0.00003599264,0.3950454,0.5865251,0.0001372368,0.0003434301,0.000009256306,2.300902e-9,0.01188352,0.00003630003,0.005788837],"study_design_scores_gemma":[0.0004939669,0.0001072928,0.0001415284,0.01421316,0.9623183,0.003801247,0.000287399,0.00001326613,4.84453e-9,0.000492121,0.01749312,0.0006386014],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009588835,0.9928009,0.00001521887,0.0004151775,0.0003478047,0.004783436,0.0001402323,0.00008806189,0.001313268],"genre_scores_gemma":[0.002454525,0.9929167,0.000009985173,0.0000585406,0.000004209071,0.001725688,0.00005425335,0.00008077393,0.00269532],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3808323,"threshold_uncertainty_score":0.9996918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964836912938193,"score_gpt":0.3056217024468577,"score_spread":0.2859733333174758,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}